MCP Servers 2,556

jDataMunch MCP

io.github.jgravelle/jdatamunch-mcp

B✓Verified

Tabular data retrieval.

Screaming Frog SEO Spider MCP Server

io.github.bzsasson/screaming-frog-mcp

B✓Verified

Crawl websites, export SEO data, and manage crawls via Screaming Frog SEO Spider.

Bibverify

io.github.Hylouis233/bibverify

A✓Verified

Verify and repair BibTeX references with DOI-first MCP tools.

Picocalc

io.github.LofiFren/picocalc-mcp

B✓Verified

AI assistant access to PicoCalc MicroPython hardware over USB.

Pagerduty

io.github.PagerDuty/pagerduty-mcp

B✓Verified

PagerDuty's official MCP server which provides tools to interact with your PagerDuty account.

PaperBanana-CN

io.github.mituan-ai/paperbanana-cn

A✓Verified

Generate and evaluate academic diagrams and plots with independent model connections.

Orionbelt Semantic Layer

io.github.ralfbecher/orionbelt-semantic-layer

B✓Verified

API-first semantic layer MCP server compiling YAML models into dialect-specific SQL

Ipybox

io.github.gradion-ai/ipybox

B✓Verified

Unified execution environment for Python code, shell commands, and programmatic MCP tool calls

Hypermnesia

io.github.cdeust/hypermnesia-mcp

A✓Verified

Persistent memory for AI agents — 36 cited neuroscience mechanisms, local-first, hybrid retrieval.

Django ORM Lens

io.github.FROWNINGdev/django-orm-lens

A✓Verified

Django ORM static analysis MCP.

mcp

io.github.appwrite/mcp

A✓Verified

Manage Appwrite projects, databases, auth, storage, functions, and messaging; search Appwrite docs

Cisco Modeling Labs CML

io.github.xorrkaz/cml-mcp

A✓Verified

An MCP server that provides access to common Cisco Modeling Labs (CML) operations.

Token Enhancer

io.github.xelektron/token-enhancer

B✓Verified

Cuts AI web-fetching costs up to 99.9% by stripping page junk before it reaches your LLM.

Redmine Server

io.github.jztan/redmine-mcp-server

A✓Verified

MCP server that lets AI assistants manage Redmine issues, projects, wikis, and time tracking

VMware AIops

io.github.zw008/vmware-aiops

A✓Verified

AI-powered VMware vCenter/ESXi VM lifecycle and deployment with 31 MCP tools.

cloud-audit

io.github.gebalamariusz/cloud-audit

B✓Verified

AWS security scanner with attack chain detection, IAM privilege escalation, and fixes

Misata

io.github.rasinmuhammed/misata

A✓Verified

Multi-table synthetic data with FK integrity and exact declared aggregates.

brain — the recorder

io.github.mordechaipotash/brain-mcp

A✓Verified

Records your Claude Code, Codex and Pi history before deletion.

Paper Distill MCP

io.github.Eclipse-Cj/paper-distill-mcp

B✓Verified

Academic paper search across 11 sources with AI curation, ranked push, Zotero and Obsidian support.

Amazon Ads

io.github.tspicer/amazon_ads_mcp

B✓Verified

Amazon Ads API MCP server for Amazon Advertising API

Better Code Review Graph

io.github.n24q02m/better-code-review-graph

A✓Verified

Token-efficient code review knowledge graph: semantic search and call-graph resolution.

Onecite

io.github.HzaCode/onecite

A✓Verified

Generate academic citations from DOI, arXiv, titles, or URLs in BibTeX, APA, MLA formats.

Unity API Documentation

io.github.Codeturion/unity-api-mcp

B✓Verified

Accurate Unity API docs (2022/2023/6) for AI agents.

Minirag

io.github.sfrangulov/minirag-mcp

A✓Verified

Local-first RAG MCP server: hybrid search over a folder of your own documents